7 Algorithm Development jobs in India
Director - Algorithm Development
Posted 9 days ago
Job Viewed
Job Description
Applied Materials is the global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips - the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world - like AI and IoT. If you want to work beyond the cutting-edge, continuously pushing the boundaries of?science and engineering to make possible?the next generations of technology, join us to Make Possible® a Better Future.
**What We Offer**
Location:
Bangalore,IND
At Applied, we prioritize the well-being of you and your family and encourage you to bring your best self to work. Your happiness, health, and resiliency are at the core of our benefits and wellness programs. Our robust total rewards package makes it easier to take care of your whole self and your whole family. We're committed to providing programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go. Learn more about our benefits ( .
You'll also benefit from a supportive work culture that encourages you to learn, develop and grow your career as you take on challenges and drive innovative solutions for our customers?We empower our team to push the boundaries of what is possible-while learning every day in a supportive leading global company. Visit our Careers website to learn more about careers at Applied.
**Job Expectations**
The candidate will be responsible for leading a team of data scientists who provide analytics services for Applied Materials' installed base. The deliverables include developing new service capabilities, piloting them, and commercializing them in partnership with Engineering and Service Product Managers. The team will work with field engineers and product engineering teams to understand the requirements, bring forward creative ideas, develop proofs-of-concept, architect, design, develop, and modify algorithms into production code, provide production support, and train end-users. The skill sets in the team include descriptive statistical analysis, predictive statistical analysis using AI/ML, data visualization and analytics process automation, data cleansing, complex image processing, and text processing. Candidate should be willing to learn and adopt semiconductor industry as their career domain.
**Key Responsibilities**
Responsible for managing completion of assignments, projects and programs to support Applied's service business. Scope of algorithm development includes research, design, code development, implementation, and proliferation. Execute projects as needed to support the business. Review and monitor progress to milestones on development programs. Develop roadmaps for algorithmic development programs. Oversee algorithmic concept and feasibility for algorithmic modules, including problem statement definition, data gathering, literature review, concept selection, risks, and implementation constraints. Oversee documentation of algorithmic development and deployment, including integration into required systems, user testing, and user training. Oversee software and hardware implementation. Interact with internal and external customers to define gaps, identify opportunities, define program scope and deliverables, and proliferate solutions to the user base. Present to management for project reviews, interact with project stakeholders, run regular cadence meetings and work in alignment with team and organization goals. Responsible for technical development of team, objective setting, and performance management. Develop growth plan for the team, including identification of new areas of impact.
**Requirements**
Preferred programming and data science skills include: Python, C++, Unix, Image Processing, Deep Learning, AI/ML, NLP, GenAI, Text Mining, Database Design and Management, Web Scraping, GPU Optimization. Proficient in business processes and software such as Microsoft Word/ Excel/ Powerpoint/ Teams, Atlassian JIRA and Confluence. Highly organized and detail-oriented. Ability to build and maintain positive and productive inter-departmental working relationships. Ability to work in a cross-functional organization and multitask on multiple projects. Drive team members to deliver programs on time and on budget. Excellent oral and written communication, organizational, analytical, and interpersonal skills. Interest in building a career in the semiconductor industry.
**Functional Knowledge**
Demonstrates comprehensive understanding of concepts and principles within own job family and knowledge of other related job families.
**Business Expertise**
Applies in-depth understanding of how own discipline integrates within the segment/function.
**Leadership**
Manages multiple related teams, sets organizational priorities and allocates resources.
**Problem Solving**
Identifies and resolves complex technical, operational and organizational problems.
**Impact**
Impacts the business results of a team or area by supporting and funding of projects, products, services and/or technologies and developing policies and plans.
Guided by business unit, department or sub-functional business plans.
**Interpersonal Skills**
Influences others internally and externally, including senior management.
Position requires understanding of Applied Materials' global Standards of Business Conduct and compliance with these standards at all times. This includes demonstrating the highest level of ethical conduct reflecting Applied Materials' core values.
**Education**
Bachelor's, Master's, or Ph.D. Degree in Computer Science, Mathematics, or Engineering with a concentration in data science or AI/ML.
**Experience: >** **15 years of experience**
Computer Science/ Mathematics/ Engineering background with **>15 years** of experience in performing statistical analysis, designing and developing Image Processing/ Computer Vision Algorithms, handling and analyzing large volumes of data. Semiconductor background is an added advantage. Prior team leadership experience is required.
**Additional Information**
**Time Type:**
Full time
**Employee Type:**
Assignee / Regular
**Travel:**
Yes, 20% of the Time
**Relocation Eligible:**
Yes
Applied Materials is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, national origin, citizenship, ancestry, religion, creed, sex, sexual orientation, gender identity, age, disability, veteran or military status, or any other basis prohibited by law.
Director - Algorithm Development
Posted today
Job Viewed
Job Description
Who We Are
Applied Materials is the global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips – the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world – like AI and IoT. If you want to work beyond the cutting-edge, continuously pushing the boundaries of science and engineering to make possible the next generations of technology, join us to Make Possible® a Better Future.
What We Offer
Location:
Bangalore,INDAt Applied, we prioritize the well-being of you and your family and encourage you to bring your best self to work. Your happiness, health, and resiliency are at the core of our benefits and wellness programs. Our robust total rewards package makes it easier to take care of your whole self and your whole family. We’re committed to providing programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go. Learn more about our .
You’ll also benefit from a supportive work culture that encourages you to learn, develop and grow your career as you take on challenges and drive innovative solutions for our customers. We empower our team to push the boundaries of what is possible—while learning every day in a supportive leading global company. Visit our Careers website to learn more about careers at Applied.
Job Expectations
The candidate will be responsible for leading a team of data scientists who provide analytics services for Applied Materials’ installed base. The deliverables include developing new service capabilities, piloting them, and commercializing them in partnership with Engineering and Service Product Managers. The team will work with field engineers and product engineering teams to understand the requirements, bring forward creative ideas, develop proofs-of-concept, architect, design, develop, and modify algorithms into production code, provide production support, and train end-users. The skill sets in the team include descriptive statistical analysis, predictive statistical analysis using AI/ML, data visualization and analytics process automation, data cleansing, complex image processing, and text processing. Candidate should be willing to learn and adopt semiconductor industry as their career domain.
Key Responsibilities
Responsible for managing completion of assignments, projects and programs to support Applied’s service business. Scope of algorithm development includes research, design, code development, implementation, and proliferation. Execute projects as needed to support the business. Review and monitor progress to milestones on development programs. Develop roadmaps for algorithmic development programs. Oversee algorithmic concept and feasibility for algorithmic modules, including problem statement definition, data gathering, literature review, concept selection, risks, and implementation constraints. Oversee documentation of algorithmic development and deployment, including integration into required systems, user testing, and user training. Oversee software and hardware implementation. Interact with internal and external customers to define gaps, identify opportunities, define program scope and deliverables, and proliferate solutions to the user base. Present to management for project reviews, interact with project stakeholders, run regular cadence meetings and work in alignment with team and organization goals. Responsible for technical development of team, objective setting, and performance management. Develop growth plan for the team, including identification of new areas of impact.
Requirements
Preferred programming and data science skills include: Python, C++, Unix, Image Processing, Deep Learning, AI/ML, NLP, GenAI, Text Mining, Database Design and Management, Web Scraping, GPU Optimization. Proficient in business processes and software such as Microsoft Word/ Excel/ Powerpoint/ Teams, Atlassian JIRA and Confluence. Highly organized and detail-oriented. Ability to build and maintain positive and productive inter-departmental working relationships. Ability to work in a cross-functional organization and multitask on multiple projects. Drive team members to deliver programs on time and on budget. Excellent oral and written communication, organizational, analytical, and interpersonal skills. Interest in building a career in the semiconductor industry.
Functional Knowledge
Demonstrates comprehensive understanding of concepts and principles within own job family and knowledge of other related job families.
Business Expertise
Applies in-depth understanding of how own discipline integrates within the segment/function.
Leadership
Manages multiple related teams, sets organizational priorities and allocates resources.
Problem Solving
Identifies and resolves complex technical, operational and organizational problems.
Impact
Impacts the business results of a team or area by supporting and funding of projects, products, services and/or technologies and developing policies and plans.
Guided by business unit, department or sub-functional business plans.
Interpersonal Skills
Influences others internally and externally, including senior management.
Position requires understanding of Applied Materials’ global Standards of Business Conduct and compliance with these standards at all times. This includes demonstrating the highest level of ethical conduct reflecting Applied Materials' core values.
Education
Bachelor’s, Master’s, or Ph.D. Degree in Computer Science, Mathematics, or Engineering with a concentration in data science or AI/ML.
Experience: > 15 years of experience
Computer Science/ Mathematics/ Engineering background with >15 years of experience in performing statistical analysis, designing and developing Image Processing/ Computer Vision Algorithms, handling and analyzing large volumes of data. Semiconductor background is an added advantage. Prior team leadership experience is required.
Additional Information
Time Type:
Full timeEmployee Type:
Assignee / RegularTravel:
Yes, 20% of the TimeRelocation Eligible:
YesSignal Processing Algorithm Development Engineer
Posted 9 days ago
Job Viewed
Job Description
Your career starts here! This is an exciting opportunity to design and develop innovative software solutions that drive TI's revolutionary product lines. We change lives by working on the technologies that people use every day. Are you ready for the challenge?
The Consumer Audio Amplifier and Haptics product line is hiring an Audio DSP Algorithm engineer to support its Smart Amplifier and haptics products. In this role you will be part of a team that develops and implements real-time audio processing solutions to deliver innovative audio and actuator controls through audio amplifiers and haptics. Candidate will be responsible for designing developing, optimizing, debugging and testing Audio and Haptics including speaker protection, audio enhancements, Haptics control and non-linear control algorithms. The candidate should be proficient in Matlab/Simulink, Python, embedded C. Engineer will collaborate with multiple teams across design, systems and application to integrate the algorithm on TI audio devices.
**Key responsibilities include:**
+ Design and implement Speech, Audio and haptics algorithms on Matlab/Simulink/Python and Implement on embedded C, neural network accelerators based Digital Signal Processors
+ Develop and optimize algorithm DSP algorithms to ensure real-time performance and minimal latency using signal processing and machine learning techniques
+ Participate in code reviews and create documentation for projects including block diagrams, state diagrams, coding specifications and product descriptions
+ Develop unit tests and performance benchmarks to validate algorithm performance and robustness. Analyze and debug issues related to audio quality and system performance
**Why TI?**
+ Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.
+ We're different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours. Meet the people of TI ( Benefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.
**About Texas Instruments**
Texas Instruments Incorporated (Nasdaq: TXN) is a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, personal electronics, communications equipment and enterprise systems. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at TI.com .
Texas Instruments is an equal opportunity employer and supports a diverse, inclusive work environment.
If you are interested in this position, please apply to this requisition.
**Minimum Requirements:**
+ Master's degree with specialization in signal processing
+ 3+ years' experience in Audio signal processing algorithm development
+ MATLAB, Python, C programming experience required
+ Experience in audio, speech, DSP, and embedded systems.
+ Deep understanding of Signal processing, DSP fundamentals, Deep Neural Network preferably in audio
+ Hands-on experience in signal processing techniques such as digital filter design (IIR, FIIR), adaptive filtering, sub-band processing, frequency domain processing and non-linear compensation
+ Strong debugging/trouble-shooting skills of embedded systems
**Preferred Qualifications:**
+ Experience with digital signal processing techniques
+ Bringing up audio hardware and prototyping systems
+ Ability to work with a cross domain teams or independently as needed
+ Knowledge of AI/ML algorithms and tools such as PyTorch/Tensorflow, deep learning or natural language processing and familiarity with common neural network architectures namely LSTMs, CNNs and RNN is a plus
**ECL/GTC Required:** Yes
Senior Analyst, Algorithm Development Engineering
Posted today
Job Viewed
Job Description
Description
/Preferred QualificationsCompany Overview
KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research and development. KLA focuses more than average on innovation and in 2019 we invested 15% of sales back into R&D. Our expert teams of physicists, engineers, data scientists and problem-solvers work together with the world’s leading technology providers to accelerate the delivery of tomorrow’s electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.
Group/Division
With over 40 years of semiconductor process control experience, chipmakers around the globe rely on KLA to ensure that their fabs ramp next-generation devices to volume production quickly and cost-effectively. Enabling the movement towards advanced chip design, KLA's Global Products Group (GPG), which is responsible for creating all of KLA’s metrology and inspection products, is looking for the best and the brightest research scientist, software engineers, application development engineers, and senior product technology process engineers. The LS-SWIFT Division of KLA’s Global Products Group provides patterned wafer inspection systems for high-volume semiconductor manufacturing. Its mission is to deliver market-leading cost of ownership in defect detection for a broad range of applications in the production of semiconductors. Customers from the foundry, logic, memory, automotive, MEMS, advanced packaging and other markets rely upon high-sample wafer inspection information generated by LS-SWIFT products. LS (Laser Scanning) systems enable cost-effective patterned wafer defect detection for the industry’s most sophisticated process technologies deployed in leading-edge foundry, logic, DRAM, and NAND fabs. SWIFT (Simultaneous Wafer Inspection at Fast Throughput) systems deliver all-wafer-surface (frontside, backside, and edge) macro inspection that is critical for automotive IC, MEMS, and advanced packaging processes as well as foundry/logic and memory fabs. LS-SWIFT operates from a global footprint that includes the US, Singapore, India and Germany, and serves a worldwide customer base across Asia, Europe and North America.
Responsibilities
Design, development and implementation of cutting-edge deep computer vision, signal processing, traditional machine learning or image processing algorithms.
Rapid prototyping and validation of new image processing, machine learning related ideas.
Develop end to end solutions that are holistic considering the system, imaging pipeline, the user experience and the end application requirement
Work in a highly cross functional organization to participate/drive systems integration of algorithms.
Write robust production quality code.
Own prototype to production of algorithms
Strong background in one or more of the following areas:
Signal processing, machine Learning, deep learning, computer vision, image processing
Proficiency in C/C++, Matlab, python and object-oriented design
Experience in design and rendering software is a plus
Knowledge of common deep learning frameworks like TensorFlow, PyTorch
Ability to formulate problems into mathematical equations.
Team player with excellent written and verbal communication skills.
Ability and willingness to travel worldwide to support demos and projects at customer sites.
Minimum Qualifications
Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
Senior Analyst, Algorithm Research & Development
Posted today
Job Viewed
Job Description
Description
/Preferred QualificationsAre you a computer vision engineer or researcher who loves working on challenging unsolved problems in a dynamic and collaborative environment? Have you lead a team taking a computer vision problem from invention to product? KLA could be for you. Come join our high performing team consisting of PhDs, machine vision and algorithm engineers building the next generation of AI enabled semiconductor inspection equipment. The successful candidate will grow their career in the LS-SWIFT algorithms group in Chennai, India engaged in the following activities.
Collaborate with KLA’s AI and HPC centers of excellence
Further product roadmaps through applied R&D
Drive innovation through hackathons and engineering conferences
Further KLA’s technical IP portfolio through generating patent filings
Minimum Qualifications
Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
Senior Analyst, Algorithm Research & Development (AI)
Posted today
Job Viewed
Job Description
Description
/Preferred QualificationsAre you a computer vision engineer or researcher who loves working on challenging unsolved problems in a dynamic and collaborative environment? Have you lead a team taking a computer vision problem from invention to product? KLA could be for you. Come join our high performing team consisting of PhDs, machine vision and algorithm engineers building the next generation of AI enabled semiconductor inspection equipment. The successful candidate will grow their career in the LS-SWIFT algorithms group in Chennai, India engaged in the following activities.
Collaborate with KLA’s AI and HPC centers of excellence
Further product roadmaps through applied R&D
Drive innovation through hackathons and engineering conferences
Further KLA’s technical IP portfolio through generating patent filings
Minimum Qualifications
Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
Software Development Engineer, Quality Algorithm and Experiences (Kindle)
Posted 9 days ago
Job Viewed
Job Description
Amazon Kindle has changed the way books are published, sold, and read across the globe. Independent authors are now able to publish and sell direct to readers through Kindle and print-on-demand offerings, enabling them to reach audiences never before available. Kindle readers are able to download any book in any language in sixty seconds. Come be a part of changing the way the world reads.
Amazon is looking for a talented and enthusiastic Software Development Engineer(SDE) to join the Kindle Content business. The New Kindle Reading Foundation team works on revolutionizing next generation of reading possibilities for millions of customers and thinks ahead in the space to bring more stronger foundations to delight our growing customers of different personas. We are responsible for building ideas from inception to delivery and own the Kindle Content experience foundational tech stacks which brings positive impact to our Customers, Publishers and Authors. We also work across the diverse Kindle Technologies across teams to deliver the delighting experience for our customers on time and raise the bar on engineering excellence on building content experiences at lost cost.
Key job responsibilities
The Software Engineer will contribute to the definition, development, integration, test, documentation, and support of C++/Java software across multiple digital surfaces for Kindle Readers and Applications? This hands-on position will engage your engineering capabilities and technical knowledge of software development while developing experience successfully planning, organizing, and conducting software development projects in a dynamic environment.
- Responsible for the architecture of software solutions, working with and improving on current limitations and compatibilities between subsystems, building new concepts and methodology, and the development of major routines and utilities.
- Designing and Building new features that are highly performant
- Preparation of technical requirements and software design specifications.
- Understanding the internals of graphics subsystems.
- Instilling best practices for software development and documentation, making sure designs meet requirements, and delivering high quality software on tight schedules.
About the team
Books Quality Algorithms and Experiences team builds automated solutions that improve the quality of eBooks and transform the reading experience through proven Algorithms and integrated with GenAI and traditional ML model frameworks for Science based solutions. Our vision is to provide highest quality reading experience from the very first read, for every eBook in our catalog.
Basic Qualifications
- 3+ years of non-internship professional software development experience
- 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- Experience programming with at least one software programming language
Preferred Qualifications
- 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Bachelor's degree in computer science or equivalent
- Experience programming with C++/Java.
Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit for more information. If the country/region you're applying in isn't listed, please contact your Recruiting Partner.
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